Electric shock fault identification method based on DWT-AE-BPNN for residual current devices in power distribution systems

Electric shock fault identification method based on DWT-AE-BPNN for residual current devices in power distribution systems

The protection dead-zone and threshold setting difficulties of the residual current devices (RCDs) in low-voltage distribution networks may lead to the misidentification of electric shock fault, resulting in severe life-threatening accidents. This paper proposes an electric shock fault identificatio...

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Bibliographic Details
Main Authors: Binlong Zhang, Si Guo, Shuang Wu, Wei Gao
Format: Article
Language:English
Published: Elsevier 2024-10-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
Low-voltage power distribution networks
Electric shock fault identification
Discrete wavelet transform (DWT)
Autoencoder (AE)
Backpropagation neural network (BPNN)
Residual current devices (RCDs)
Online Access:http://www.sciencedirect.com/science/article/pii/S014206152400365X

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http://www.sciencedirect.com/science/article/pii/S014206152400365X

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